Update docs

Author: github-actions[bot]

_sources/autoapi/tilelang/language/copy/index.rst.txt

@@ -14,73 +14,13 @@ Functions
 
 .. autoapisummary::
 
-   tilelang.language.copy.region
-   tilelang.language.copy.buffer_to_tile_region
-   tilelang.language.copy.buffer_load_to_tile_region
-   tilelang.language.copy.buffer_region_to_tile_region
    tilelang.language.copy.copy
    tilelang.language.copy.c2d_im2col
 
 
 Module Contents
 ---------------
 
-.. py:function:: region(buffer, access_type, *args)
-
-   Create a memory region descriptor for tile operations.
-
-   :param buffer: The buffer to create a region for
-   :type buffer: tir.BufferLoad
-   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
-   :type access_type: str
-   :param \*args: Extent expressions defining the region size
-   :type \*args: tir.PrimExpr
-
-   :returns: A region descriptor for tile operations
-   :rtype: tir.Call
-
-
-.. py:function:: buffer_to_tile_region(buffer, access_type)
-
-   Convert a TVM buffer to a tile region descriptor.
-
-   :param buffer: The buffer to convert
-   :type buffer: tir.Buffer
-   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
-   :type access_type: str
-
-   :returns: A region descriptor covering the entire buffer
-   :rtype: tir.Call
-
-
-.. py:function:: buffer_load_to_tile_region(load, access_type, extents)
-
-   Convert a buffer load operation to a tile region descriptor.
-
-   :param load: The buffer load operation
-   :type load: tir.BufferLoad
-   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
-   :type access_type: str
-   :param extents: List of expressions defining the region size
-   :type extents: List[tir.PrimExpr]
-
-   :returns: A region descriptor for the loaded area
-   :rtype: tir.Call
-
-
-.. py:function:: buffer_region_to_tile_region(buffer_region, access_type, extents)
-
-   Convert a buffer region to a tile region descriptor.
-
-   :param buffer_region: The buffer region to convert
-   :type buffer_region: tir.BufferRegion
-   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
-   :type access_type: str
-
-   :returns: A region descriptor for the specified buffer region
-   :rtype: tir.Call
-
-
 .. py:function:: copy(src, dst, coalesced_width = None, disable_tma = False, eviction_policy = None)
 
    Copy data between memory regions.

_sources/autoapi/tilelang/language/customize/index.rst.txt

@@ -14,10 +14,6 @@ Functions
 
 .. autoapisummary::
 
-   tilelang.language.customize.region
-   tilelang.language.customize.buffer_to_tile_region
-   tilelang.language.customize.buffer_load_to_tile_region
-   tilelang.language.customize.buffer_region_to_tile_region
    tilelang.language.customize.dp4a
    tilelang.language.customize.clamp
    tilelang.language.customize.reshape
@@ -28,71 +24,6 @@ Functions
 Module Contents
 ---------------
 
-.. py:function:: region(buffer, access_type, *args)
-
-   Create a tile memory-region descriptor for a BufferLoad.
-
-   Maps access_type ('r', 'w', 'rw') to the numeric codes expected by the `tl.region` intrinsic
-   (1, 2, 3 respectively) and returns a tir.Call representing the region with the provided extents.
-
-   :param buffer: The BufferLoad that identifies the underlying buffer and indices.
-   :type buffer: tir.BufferLoad
-   :param access_type: One of 'r', 'w', or 'rw' indicating read, write, or read-write access.
-   :type access_type: str
-   :param \*args: Extent expressions for each region dimension.
-   :type \*args: tir.PrimExpr
-
-   :returns: A call to the `tl.region` intrinsic describing the memory region.
-   :rtype: tir.Call
-
-   :raises KeyError: If access_type is not one of 'r', 'w', or 'rw'.
-
-
-.. py:function:: buffer_to_tile_region(buffer, access_type)
-
-   Convert a TVM buffer to a tile region descriptor.
-
-   :param buffer: The buffer to convert
-   :type buffer: tir.Buffer
-   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
-   :type access_type: str
-
-   :returns: A region descriptor covering the entire buffer
-   :rtype: tir.Call
-
-
-.. py:function:: buffer_load_to_tile_region(load, access_type, extents)
-
-   Convert a buffer load operation to a tile region descriptor.
-
-   :param load: The buffer load operation
-   :type load: tir.BufferLoad
-   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
-   :type access_type: str
-   :param extents: List of expressions defining the region size
-   :type extents: List[tir.PrimExpr]
-
-   :returns: A region descriptor for the loaded area
-   :rtype: tir.Call
-
-
-.. py:function:: buffer_region_to_tile_region(buffer_region, access_type, extents)
-
-   Create a tl region descriptor for the given BufferRegion.
-
-   :param buffer_region: Source buffer region whose `region` items provide mins and extents.
-   :type buffer_region: tir.BufferRegion
-   :param access_type: Access mode: "r", "w", or "rw".
-   :type access_type: str
-   :param extents: Requested extents; must have length <= the number of extents in buffer_region.region.
-   :type extents: List[PrimExpr]
-
-   :returns: A tile-region descriptor (tl.region) covering the buffer_region.
-   :rtype: tir.Call
-
-   :raises AssertionError: If the number of extents in buffer_region.region is smaller than len(extents).
-
-
 .. py:function:: dp4a(A, B, C)
 
    Perform a 4-element dot product with accumulation (DP4A).

_sources/autoapi/tilelang/language/utils/index.rst.txt

@@ -9,13 +9,78 @@ Functions
 
 .. autoapisummary::
 
+   tilelang.language.utils.region
+   tilelang.language.utils.buffer_to_tile_region
+   tilelang.language.utils.buffer_load_to_tile_region
+   tilelang.language.utils.buffer_region_to_tile_region
    tilelang.language.utils.index_to_coordinates
    tilelang.language.utils.linear_index
 
 
 Module Contents
 ---------------
 
+.. py:function:: region(buffer, access_type, *args)
+
+   Create a tile memory-region descriptor for a BufferLoad.
+
+   Maps access_type ('r', 'w', 'rw') to the numeric codes expected by the `tl.region` intrinsic
+   (1, 2, 3 respectively) and returns a tir.Call representing the region with the provided extents.
+
+   :param buffer: The BufferLoad that identifies the underlying buffer and indices.
+   :type buffer: tir.BufferLoad
+   :param access_type: One of 'r', 'w', or 'rw' indicating read, write, or read-write access.
+   :type access_type: str
+   :param \*args: Extent expressions for each region dimension.
+   :type \*args: tir.PrimExpr
+
+   :returns: A call to the `tl.region` intrinsic describing the memory region.
+   :rtype: tir.Call
+
+   :raises KeyError: If access_type is not one of 'r', 'w', or 'rw'.
+
+
+.. py:function:: buffer_to_tile_region(buffer, access_type)
+
+   Convert a TVM buffer to a tile region descriptor.
+
+   :param buffer: The buffer to convert
+   :type buffer: tir.Buffer
+   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
+   :type access_type: str
+
+   :returns: A region descriptor covering the entire buffer
+   :rtype: tir.Call
+
+
+.. py:function:: buffer_load_to_tile_region(load, access_type, extents)
+
+   Convert a buffer load operation to a tile region descriptor.
+
+   :param load: The buffer load operation
+   :type load: tir.BufferLoad
+   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
+   :type access_type: str
+   :param extents: List of expressions defining the region size
+   :type extents: List[tir.PrimExpr]
+
+   :returns: A region descriptor for the loaded area
+   :rtype: tir.Call
+
+
+.. py:function:: buffer_region_to_tile_region(buffer_region, access_type, extents)
+
+   Convert a buffer region to a tile region descriptor.
+
+   :param buffer_region: The buffer region to convert
+   :type buffer_region: tir.BufferRegion
+   :param access_type: Type of access - 'r' for read, 'w' for write, 'rw' for read-write
+   :type access_type: str
+
+   :returns: A region descriptor for the specified buffer region
+   :rtype: tir.Call
+
+
 .. py:function:: index_to_coordinates(index, shape)
 
    Convert a flat (linear) index into multi-dimensional coordinates for a given shape.

autoapi/tilelang/language/copy/index.html

@@ -470,18 +470,6 @@ <h2>Functions<a class="headerlink" href="#functions" title="Link to this heading
 <div class="table-wrapper autosummary longtable docutils container">
 <table class="autosummary longtable docutils align-default">
 <tbody>
-<tr class="row-odd"><td><p><a class="reference internal" href="#tilelang.language.copy.region" title="tilelang.language.copy.region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">region</span></code></a>(buffer, access_type, *args)</p></td>
-<td><p>Create a memory region descriptor for tile operations.</p></td>
-</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#tilelang.language.copy.buffer_to_tile_region" title="tilelang.language.copy.buffer_to_tile_region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">buffer_to_tile_region</span></code></a>(buffer, access_type)</p></td>
-<td><p>Convert a TVM buffer to a tile region descriptor.</p></td>
-</tr>
-<tr class="row-odd"><td><p><a class="reference internal" href="#tilelang.language.copy.buffer_load_to_tile_region" title="tilelang.language.copy.buffer_load_to_tile_region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">buffer_load_to_tile_region</span></code></a>(load, access_type, extents)</p></td>
-<td><p>Convert a buffer load operation to a tile region descriptor.</p></td>
-</tr>
-<tr class="row-even"><td><p><a class="reference internal" href="#tilelang.language.copy.buffer_region_to_tile_region" title="tilelang.language.copy.buffer_region_to_tile_region"><code class="xref py py-obj docutils literal notranslate"><span class="pre">buffer_region_to_tile_region</span></code></a>(buffer_region, ...)</p></td>
-<td><p>Convert a buffer region to a tile region descriptor.</p></td>
-</tr>
 <tr class="row-odd"><td><p><a class="reference internal" href="#tilelang.language.copy.copy" title="tilelang.language.copy.copy"><code class="xref py py-obj docutils literal notranslate"><span class="pre">copy</span></code></a>(src, dst[, coalesced_width, disable_tma, ...])</p></td>
 <td><p>Copy data between memory regions.</p></td>
 </tr>
@@ -494,89 +482,6 @@ <h2>Functions<a class="headerlink" href="#functions" title="Link to this heading
 </section>
 <section id="module-contents">
 <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to this heading">¶</a></h2>
-<dl class="py function">
-<dt class="sig sig-object py" id="tilelang.language.copy.region">
-<span class="sig-prename descclassname"><span class="pre">tilelang.language.copy.</span></span><span class="sig-name descname"><span class="pre">region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">buffer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">access_type</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.copy.region" title="Link to this definition">¶</a></dt>
-<dd><p>Create a memory region descriptor for tile operations.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>buffer</strong> (<em>tir.BufferLoad</em>) – The buffer to create a region for</p></li>
-<li><p><strong>access_type</strong> (<em>str</em>) – Type of access - ‘r’ for read, ‘w’ for write, ‘rw’ for read-write</p></li>
-<li><p><strong>*args</strong> (<em>tir.PrimExpr</em>) – Extent expressions defining the region size</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>A region descriptor for tile operations</p>
-</dd>
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>tir.Call</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="tilelang.language.copy.buffer_to_tile_region">
-<span class="sig-prename descclassname"><span class="pre">tilelang.language.copy.</span></span><span class="sig-name descname"><span class="pre">buffer_to_tile_region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">buffer</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">access_type</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.copy.buffer_to_tile_region" title="Link to this definition">¶</a></dt>
-<dd><p>Convert a TVM buffer to a tile region descriptor.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>buffer</strong> (<em>tir.Buffer</em>) – The buffer to convert</p></li>
-<li><p><strong>access_type</strong> (<em>str</em>) – Type of access - ‘r’ for read, ‘w’ for write, ‘rw’ for read-write</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>A region descriptor covering the entire buffer</p>
-</dd>
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>tir.Call</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="tilelang.language.copy.buffer_load_to_tile_region">
-<span class="sig-prename descclassname"><span class="pre">tilelang.language.copy.</span></span><span class="sig-name descname"><span class="pre">buffer_load_to_tile_region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">load</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">access_type</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extents</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.copy.buffer_load_to_tile_region" title="Link to this definition">¶</a></dt>
-<dd><p>Convert a buffer load operation to a tile region descriptor.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>load</strong> (<em>tir.BufferLoad</em>) – The buffer load operation</p></li>
-<li><p><strong>access_type</strong> (<em>str</em>) – Type of access - ‘r’ for read, ‘w’ for write, ‘rw’ for read-write</p></li>
-<li><p><strong>extents</strong> (<em>List</em><em>[</em><em>tir.PrimExpr</em><em>]</em>) – List of expressions defining the region size</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>A region descriptor for the loaded area</p>
-</dd>
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>tir.Call</p>
-</dd>
-</dl>
-</dd></dl>
-
-<dl class="py function">
-<dt class="sig sig-object py" id="tilelang.language.copy.buffer_region_to_tile_region">
-<span class="sig-prename descclassname"><span class="pre">tilelang.language.copy.</span></span><span class="sig-name descname"><span class="pre">buffer_region_to_tile_region</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">buffer_region</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">access_type</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">extents</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.copy.buffer_region_to_tile_region" title="Link to this definition">¶</a></dt>
-<dd><p>Convert a buffer region to a tile region descriptor.</p>
-<dl class="field-list simple">
-<dt class="field-odd">Parameters<span class="colon">:</span></dt>
-<dd class="field-odd"><ul class="simple">
-<li><p><strong>buffer_region</strong> (<em>tir.BufferRegion</em>) – The buffer region to convert</p></li>
-<li><p><strong>access_type</strong> (<em>str</em>) – Type of access - ‘r’ for read, ‘w’ for write, ‘rw’ for read-write</p></li>
-<li><p><strong>extents</strong> (<em>List</em><em>[</em><em>tvm.tir.PrimExpr</em><em>]</em>)</p></li>
-</ul>
-</dd>
-<dt class="field-even">Returns<span class="colon">:</span></dt>
-<dd class="field-even"><p>A region descriptor for the specified buffer region</p>
-</dd>
-<dt class="field-odd">Return type<span class="colon">:</span></dt>
-<dd class="field-odd"><p>tir.Call</p>
-</dd>
-</dl>
-</dd></dl>
-
 <dl class="py function">
 <dt class="sig sig-object py" id="tilelang.language.copy.copy">
 <span class="sig-prename descclassname"><span class="pre">tilelang.language.copy.</span></span><span class="sig-name descname"><span class="pre">copy</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">src</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">dst</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">coalesced_width</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">disable_tma</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">eviction_policy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#tilelang.language.copy.copy" title="Link to this definition">¶</a></dt>
@@ -691,10 +596,6 @@ <h2>Module Contents<a class="headerlink" href="#module-contents" title="Link to
 <li><a class="reference internal" href="#">tilelang.language.copy</a><ul>
 <li><a class="reference internal" href="#functions">Functions</a></li>
 <li><a class="reference internal" href="#module-contents">Module Contents</a><ul>
-<li><a class="reference internal" href="#tilelang.language.copy.region"><code class="docutils literal notranslate"><span class="pre">region()</span></code></a></li>
-<li><a class="reference internal" href="#tilelang.language.copy.buffer_to_tile_region"><code class="docutils literal notranslate"><span class="pre">buffer_to_tile_region()</span></code></a></li>
-<li><a class="reference internal" href="#tilelang.language.copy.buffer_load_to_tile_region"><code class="docutils literal notranslate"><span class="pre">buffer_load_to_tile_region()</span></code></a></li>
-<li><a class="reference internal" href="#tilelang.language.copy.buffer_region_to_tile_region"><code class="docutils literal notranslate"><span class="pre">buffer_region_to_tile_region()</span></code></a></li>
 <li><a class="reference internal" href="#tilelang.language.copy.copy"><code class="docutils literal notranslate"><span class="pre">copy()</span></code></a></li>
 <li><a class="reference internal" href="#tilelang.language.copy.c2d_im2col"><code class="docutils literal notranslate"><span class="pre">c2d_im2col()</span></code></a></li>
 </ul>